Quantitative Research
Machine learning and advanced mathematical models applied to index futures and options — analysing order-flow dynamics, multi-timeframe implied-volatility skew and statistical price patterns in a structured, testable manner.
KR Quants is a research-driven, technology-enabled platform delivering disciplined, data-backed equity and derivatives research for investors, traders and institutions — with full alignment to the SEBI (Research Analysts) Regulations, 2014.
Founder · SEBI Registered Research Analyst
KR Quants exists to bring institutional-grade research rigour to every client — combining structured quantitative frameworks with a Chartered Accountant's discipline and complete regulatory alignment under the SEBI (Research Analysts) Regulations, 2014.
“Real market edge doesn’t come from chasing predictions — it comes from clarity of thought, the curiosity to constantly ask the right questions, and the absolute discipline to stay consistent.”
— CA Kalpesh Rathi, Founder
Every research output is produced through a structured, repeatable process — designed to remove emotional bias and documented for full regulatory accountability.
Machine learning and advanced mathematical models applied to index futures and options — analysing order-flow dynamics, multi-timeframe implied-volatility skew and statistical price patterns in a structured, testable manner.
Rule-based research frameworks built on Python-driven mathematical models and distributed data infrastructure — so that views are generated by logic and evidence, not emotion or market noise.
Every research view is framed with defined risk parameters — hard stop levels, option-Greek safeguards and capital-protection protocols — because managing risk comes before seeking reward.
Data-driven research, grounded in transparency and diligence — from hypothesis to continuous evaluation.
Scan multi-year index distributions to identify well-defined directional and volatility structures worth researching further.
Back-test each hypothesis with slippage models, transaction-cost models and platform drop-out variables before it ever informs research.
Convert validated frameworks into pure logic-driven processes, eliminating emotional vulnerability during volatile market conditions.
Continuously monitor frameworks and adapt them to evolving market regimes and macro-volatility cycles.
All services are rendered strictly as research services under the SEBI (Research Analysts) Regulations, 2014. KR Quants does not execute trades, handle client funds or securities, or offer portfolio management, broking or investment-banking services.
Systematic strategy design and research for index futures and options, built on statistically tested frameworks.
Research that combines price structure and technical evidence with fundamental and macro context for a complete view.
Study of market microstructure, volatility regimes and macro cycles that shape the environment for Indian equities and derivatives.
Structured research support for proprietary desks and institutional participants seeking systematic, process-driven inputs.
In-depth sector and company research reports prepared with documented rationale, risk factors and required disclosures.
Every statutory disclosure required of a SEBI Registered Research Analyst, maintained in one transparent place and updated on time.
Vision, mission, services, investor rights, Do’s & Don’ts and grievance framework — per SEBI circular dated June 2, 2025.
Read the Charter →Month-wise investor complaints data, including SCORES complaints, published by the 7th of every succeeding month.
View Complaints Data →Most Important Terms & Conditions — the standardised terms every client must read before availing research services.
Read MITC →Standard disclosures under Regulations 19 & 20 — conflicts of interest, AI usage, risk factors and research disclaimers.
View Disclosures →Step-by-step escalation matrix with timelines — from the Research Analyst to SEBI SCORES 2.0 and SMART ODR.
Raise / Escalate a Grievance →Complete SEBI registration details, BSE enlistment, and annual compliance audit status under Regulation 25(3).
View Registration Details →For research service enquiries, onboarding, KYC or any assistance — reach us through any of the channels below.
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